社会是一个由多种多样的关系构成的巨大网络.对社会网络进行研究,可以揭示关系的结构,解释一定的社会现象.为此首先引入关系以及关系描述词的定义,利用关系抽取技术,扩展传统的二元关系,提出了一种基于同义词词林的提取关系描述词的方法,并收集特定领域内的人物关系信息构建成人际网络.接着对人际关系网络的拓扑结构,社区发现以及网络社区核心人物进行了研究,同时对分析结果实现了可视化.结果表明,社会网络分析可以揭示真实社会中的许多现象,有助于人们理解和开发这些网络.
Society is a huge network which is composed of diverse relations.The social network studies can reveal the structure and interpret a certain social phenomena.First,this paper gives the definition of relation and the description of relation,uses relationship extraction technology to extend traditional relation,and proposes a method to extract description of the relation based on Tongyici Cilin.The collected characters relation information of specific areas is used to constitute a social network.Then the basic structures of social relation network,community finding and the core figure in network community are analyzed with Visualization.The results demonstrate that social network analysis can reveal many phenomena in the real world and contributes to understand and develop these networks.